Computer Vision Algorithm Engineer - Autonomous Vehicles

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תיאור משרה

General Motors Israel (Herzelia) takes a significant part in shaping the autonomous vehicle. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies.

The Cognitive Car Group is developing the "brain" of fully autonomous vehicles through advanced AI capabilities and leading the development of artificial intelligence (AI) for autonomous driving in GM worldwide.

Autonomous vehicles are on the way of changing the way we view transportation: improving mobility, reducing car accidents and increasing productivity.

Providing a complete solution requires joining domains such as Artificial Intelligence, Machine Learning, Computer Vision, Sensor Fusion, Signal Processing, Active Safety and Cyber Security.

One of the main challenges in autonomous vehicles is perceiving the environment around the host vehicle. This includes high fidelity detection and tracking of both static and dynamic objects, as well as additional information of the physical world around the vehicle That includes information on drivable area, lane configuration and traffic light status. The task is highly challenging and involves dealing with complex environments, different light and weather conditions and processing data from many sensors with different sensing modalities.

Solving these challenges is one of the cardinal tasks of the Autonomous Vehicle (AV) group and specifically, the perception team.  

  • Design and implement multi-object, multi-sensor computer vision algorithms such as tracking and fusion algorithms for autonomous vehicles.
  • Keep track of latest state-of-the-art research.
  • Gain deep understanding of real-world problems
  • Own the complete feature cycle from research to implementation.

דרישות תפקיד

  • Msc/Phd in EE/CS/Mathematics
  • Solid background in mathematics and strong analytical skills
  • Experience in computer vision algorithm development
  • Extensive software skills to build and analyze performance of algorithms
  • Experience in multi object tracking / temporal reasoning / sensor fusion - advantage
  • Experience in python programming – advantage
  • Experience in C++ programming - advantage

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General Motors

על החברה

ג'נרל מוטורס הוקמה ב-1908 הנהלת החברה ממוקמת בארה"ב והחברה מעסיקה היום למעלה מ-200 אלף עובדים ברחבי העולם. במרכז הפיתוח והמחקר של GM בהרצליה פיתוח מפנים את הזרקור אל עבר אחד מהנושאים היותר לוהטים בתעשיית הרכב והטכנולוגיה בשנים האחרונות - הרכב האוטונומי.

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